DeepGuide for DeepSeek

A Prequel to Data Mesh
My version to justify the existence of Data Mesh
28117Murphy2025-03-22
LLM and GNN: How to Improve Reasoning of Both AI Systems on Graph Data
Artificial intelligence software was used to enhance the grammar, flow, and readability of this article's text.
20572Murphy2025-03-22
Understanding Predictive Maintenance - Wave Data: Feature Engineering (Part 2 Spectral)
Feature Engineering of spectral data
20263Murphy2025-03-22
A Requiem for the Transformer?
Will be the transformer the model leading us to artificial general intelligence? Or will be replaced?
29093Murphy2025-03-22
Courage to Learn ML: Decoding Likelihood, MLE, and MAP
With A Tail of Cat Food Preferences
27558Murphy2025-03-22
Please Use Streaming Workload to Benchmark Vector Databases
Why static workload is insufficient and what I learned by comparing HNSWLIB and DiskANN using streaming workload
26042Murphy2025-03-22
Decoding LLMs: Creating Transformer Encoders and Multi-Head Attention Layers in Python from Scratch
Exploring the intricacies of encoder, multi-head attention, and positional encoding in large language models
28475Murphy2025-03-22
Programming Apple GPUs through Go and Metal Shading Language
Investigating Go, Cgo, Metal Shading Language, Metal Performance Shaders, and benchmarking different approaches to matrix multiplication
26584Murphy2025-03-22
Particle Swarm Optimization - Search Procedure Visualized
Humans like to mimic many things in nature. We mimic frogs in swimming. We mimic birds by installing wings on planes to provide lift. We mimic the crane/ snake/ mantis in martial arts. We mimic termites to build structures with efficient temperature contr
23421Murphy2025-03-22
The New Generative AI Function in BigQuery
How to use BigQuery GENERATE_TEXT remote function
26807Murphy2025-03-22
Metal Programming in Julia
Leveraging the power of macOS GPUs with the Metal.jl Framework.
30145Murphy2025-03-22
Quantifying Transportation Patterns Using GTFS Data
In this article, I explore the public transport systems of four selected cities relying on General Transit Feed Specification and various tools of spatial data science. I picked four cities in this notebook, Budapest, Berlin, Stockholm, and Toronto, to ov
29757Murphy2025-03-22
Level Up Your Data Storytelling with Animated Bar Charts in Plotly
Transforming static plots into captivating narratives
22130Murphy2025-03-22
Almost Everything You Want to Know About Partition Size of Dask Dataframes
And how to utilize it effectively in XGBoost model
23123Murphy2025-03-22
Regularization In Neural Networks
How to avoid overfitting whilst training your neural network
30008Murphy2025-03-22
Sklearn Tutorial: Module 3
I took the official sklearn MOOC tutorial. Here are my takeaways.
22814Murphy2025-03-22
If You See Life as a Game, You Better Know How to Play It
How Game Theory can help you with every day's decisions
27516Murphy2025-03-22
On Data-Driven Equation Discovery
An overview of machine learning based system identification methods
27041Murphy2025-03-22
34% faster Integer to String conversion algorithm
Are we printing integers fast enough?
22722Murphy2025-03-22
A Marriage of Machine Learning and Optimization Algorithms
How pattern detection and pattern exploitation might elevate each other to a new level
28682Murphy2025-03-22

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The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.

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